Dataset statistics
| Number of variables | 43 |
|---|---|
| Number of observations | 1020 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 342.8 KiB |
| Average record size in memory | 344.1 B |
Variable types
| BOOL | 27 |
|---|---|
| NUM | 15 |
| CAT | 1 |
Reproduction
| Analysis started | 2021-05-05 16:15:18.543262 |
|---|---|
| Analysis finished | 2021-05-05 16:16:08.468731 |
| Duration | 49.93 seconds |
| Version | pandas-profiling v2.7.1 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
Age
Real number (ℝ≥0)
| Distinct count | 77 |
|---|---|
| Unique (%) | 7.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.66470588235294 |
|---|---|
| Minimum | 22 |
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.1 KiB |
Quantile statistics
| Minimum | 22 |
|---|---|
| 5-th percentile | 31 |
| Q1 | 50 |
| median | 62 |
| Q3 | 74.25 |
| 95-th percentile | 88 |
| Maximum | 99 |
| Range | 77 |
| Interquartile range (IQR) | 24.25 |
Descriptive statistics
| Standard deviation | 17.13409932 |
|---|---|
| Coefficient of variation (CV) | 0.2778590942 |
| Kurtosis | -0.6682544092 |
| Mean | 61.66470588 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | -0.1508707481 |
| Sum | 62898 |
| Variance | 293.5773596 |
| Value | Count | Frequency (%) | |
| 56 | 29 | 2.8% | |
| 68 | 29 | 2.8% | |
| 63 | 28 | 2.7% | |
| 57 | 27 | 2.6% | |
| 53 | 25 | 2.5% | |
| 58 | 25 | 2.5% | |
| 65 | 25 | 2.5% | |
| 73 | 23 | 2.3% | |
| 72 | 23 | 2.3% | |
| 60 | 23 | 2.3% | |
| Other values (67) | 763 | 74.8% |
| Value | Count | Frequency (%) | |
| 22 | 3 | 0.3% | |
| 23 | 7 | 0.7% | |
| 24 | 1 | 0.1% | |
| 25 | 6 | 0.6% | |
| 26 | 2 | 0.2% |
| Value | Count | Frequency (%) | |
| 99 | 1 | 0.1% | |
| 97 | 1 | 0.1% | |
| 96 | 2 | 0.2% | |
| 95 | 1 | 0.1% | |
| 94 | 4 | 0.4% |
Gender
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 576 | 56.5% | |
| 0 | 444 | 43.5% |
ethnicity
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 2 | |
|---|---|
| 1 | |
| 3 |
| Value | Count | Frequency (%) | |
| 2 | 609 | 59.7% | |
| 1 | 273 | 26.8% | |
| 3 | 138 | 13.5% |
Length
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 3 | 100.0% |
| Value | Count | Frequency (%) | |
| Common | 3 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 3 | 100.0% |
race
Real number (ℝ≥0)
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3088235294117645 |
|---|---|
| Minimum | 1 |
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 7 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 2.79522244 |
|---|---|
| Coefficient of variation (CV) | 0.8447783373 |
| Kurtosis | -1.669058967 |
| Mean | 3.308823529 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.5154465827 |
| Sum | 3375 |
| Variance | 7.813268487 |
| Value | Count | Frequency (%) | |
| 1 | 541 | 53.0% | |
| 7 | 361 | 35.4% | |
| 2 | 67 | 6.6% | |
| 3 | 42 | 4.1% | |
| 6 | 5 | 0.5% | |
| 4 | 3 | 0.3% | |
| 5 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 541 | 53.0% | |
| 2 | 67 | 6.6% | |
| 3 | 42 | 4.1% | |
| 4 | 3 | 0.3% | |
| 5 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 7 | 361 | 35.4% | |
| 6 | 5 | 0.5% | |
| 5 | 1 | 0.1% | |
| 4 | 3 | 0.3% | |
| 3 | 42 | 4.1% |
Fever
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 679 | 66.6% | |
| 0 | 341 | 33.4% |
Cough
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 700 | 68.6% | |
| 0 | 320 | 31.4% |
SOB
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 696 | 68.2% | |
| 0 | 324 | 31.8% |
Fatigue
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 785 | 77.0% | |
| 1 | 235 | 23.0% |
Sputum
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 | 68 |
| Value | Count | Frequency (%) | |
| 0 | 952 | 93.3% | |
| 1 | 68 | 6.7% |
Myalgia
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 785 | 77.0% | |
| 1 | 235 | 23.0% |
Diarrhea
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 783 | 76.8% | |
| 1 | 237 | 23.2% |
Nausea.or.vomiting
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 819 | 80.3% | |
| 1 | 201 | 19.7% |
Sore.throat
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 | 75 |
| Value | Count | Frequency (%) | |
| 0 | 945 | 92.6% | |
| 1 | 75 | 7.4% |
Runny.nose.nasal.congestion
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 | 45 |
| Value | Count | Frequency (%) | |
| 0 | 975 | 95.6% | |
| 1 | 45 | 4.4% |
Loss.of.smell
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 | 40 |
| Value | Count | Frequency (%) | |
| 0 | 980 | 96.1% | |
| 1 | 40 | 3.9% |
Loss.of.taste
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 | 50 |
| Value | Count | Frequency (%) | |
| 0 | 970 | 95.1% | |
| 1 | 50 | 4.9% |
Headahce
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 | 96 |
| Value | Count | Frequency (%) | |
| 0 | 924 | 90.6% | |
| 1 | 96 | 9.4% |
Chest.discomfort..Chest.pain
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 | 161 |
| Value | Count | Frequency (%) | |
| 0 | 859 | 84.2% | |
| 1 | 161 | 15.8% |
Asymptomatic
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 | 22 |
| Value | Count | Frequency (%) | |
| 0 | 998 | 97.8% | |
| 1 | 22 | 2.2% |
smoking_history
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 764 | 74.9% | |
| 1 | 256 | 25.1% |
hypertensionhx
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 526 | 51.6% | |
| 1 | 494 | 48.4% |
diabeteshx
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 743 | 72.8% | |
| 1 | 277 | 27.2% |
asthmahx
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 | 57 |
| Value | Count | Frequency (%) | |
| 0 | 963 | 94.4% | |
| 1 | 57 | 5.6% |
coronaryheartdiseasehx
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 | 154 |
| Value | Count | Frequency (%) | |
| 0 | 866 | 84.9% | |
| 1 | 154 | 15.1% |
copdhx
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 | 89 |
| Value | Count | Frequency (%) | |
| 0 | 931 | 91.3% | |
| 1 | 89 | 8.7% |
heartfailurehx
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 | 76 |
| Value | Count | Frequency (%) | |
| 0 | 944 | 92.5% | |
| 1 | 76 | 7.5% |
carcinomahx
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 | 97 |
| Value | Count | Frequency (%) | |
| 0 | 923 | 90.5% | |
| 1 | 97 | 9.5% |
immunosuppressionhx
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 | 73 |
| Value | Count | Frequency (%) | |
| 0 | 947 | 92.8% | |
| 1 | 73 | 7.2% |
ckdhx
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 | 95 |
| Value | Count | Frequency (%) | |
| 0 | 925 | 90.7% | |
| 1 | 95 | 9.3% |
| Distinct count | 157 |
|---|---|
| Unique (%) | 15.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.6764705882353 |
|---|---|
| Minimum | 5 |
| Maximum | 2909 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.1 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 18 |
| median | 30 |
| Q3 | 52 |
| 95-th percentile | 127.05 |
| Maximum | 2909 |
| Range | 2904 |
| Interquartile range (IQR) | 34 |
Descriptive statistics
| Standard deviation | 102.9479285 |
|---|---|
| Coefficient of variation (CV) | 2.159302634 |
| Kurtosis | 587.5522359 |
| Mean | 47.67647059 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 21.5750539 |
| Sum | 48630 |
| Variance | 10598.27599 |
| Value | Count | Frequency (%) | |
| 18 | 37 | 3.6% | |
| 16 | 30 | 2.9% | |
| 15 | 30 | 2.9% | |
| 30 | 27 | 2.6% | |
| 19 | 27 | 2.6% | |
| 14 | 26 | 2.5% | |
| 17 | 26 | 2.5% | |
| 29 | 25 | 2.5% | |
| 20 | 24 | 2.4% | |
| 24 | 23 | 2.3% | |
| Other values (147) | 745 | 73.0% |
| Value | Count | Frequency (%) | |
| 5 | 7 | 0.7% | |
| 6 | 11 | 1.1% | |
| 7 | 6 | 0.6% | |
| 8 | 16 | 1.6% | |
| 9 | 14 | 1.4% |
| Value | Count | Frequency (%) | |
| 2909 | 1 | 0.1% | |
| 489 | 1 | 0.1% | |
| 469 | 1 | 0.1% | |
| 420 | 1 | 0.1% | |
| 405 | 1 | 0.1% |
CRP
Real number (ℝ≥0)
| Distinct count | 295 |
|---|---|
| Unique (%) | 28.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.520362745098039 |
|---|---|
| Minimum | 0.1 |
| Maximum | 56.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.1 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.6 |
| Q1 | 3.575 |
| median | 8 |
| Q3 | 14.5 |
| 95-th percentile | 28.705 |
| Maximum | 56.6 |
| Range | 56.5 |
| Interquartile range (IQR) | 10.925 |
Descriptive statistics
| Standard deviation | 9.19702484 |
|---|---|
| Coefficient of variation (CV) | 0.8742117609 |
| Kurtosis | 2.440186821 |
| Mean | 10.52036275 |
| Median Absolute Deviation (MAD) | 5.1 |
| Skewness | 1.431519574 |
| Sum | 10730.77 |
| Variance | 84.58526591 |
| Value | Count | Frequency (%) | |
| 0.7 | 13 | 1.3% | |
| 6.4 | 13 | 1.3% | |
| 3.7 | 12 | 1.2% | |
| 2.7 | 12 | 1.2% | |
| 8 | 11 | 1.1% | |
| 0.1 | 11 | 1.1% | |
| 1.1 | 10 | 1.0% | |
| 0.4 | 10 | 1.0% | |
| 5.2 | 10 | 1.0% | |
| 0.6 | 10 | 1.0% | |
| Other values (285) | 908 | 89.0% |
| Value | Count | Frequency (%) | |
| 0.1 | 11 | 1.1% | |
| 0.2 | 8 | 0.8% | |
| 0.3 | 9 | 0.9% | |
| 0.4 | 10 | 1.0% | |
| 0.5 | 5 | 0.5% |
| Value | Count | Frequency (%) | |
| 56.6 | 1 | 0.1% | |
| 54.1 | 1 | 0.1% | |
| 51.3 | 1 | 0.1% | |
| 49.8 | 1 | 0.1% | |
| 46.8 | 1 | 0.1% |
D.dimer
Real number (ℝ≥0)
| Distinct count | 580 |
|---|---|
| Unique (%) | 56.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1240.1803921568628 |
|---|---|
| Minimum | 150 |
| Maximum | 63670 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.1 KiB |
Quantile statistics
| Minimum | 150 |
|---|---|
| 5-th percentile | 150 |
| Q1 | 224 |
| median | 356.5 |
| Q3 | 681.5 |
| 95-th percentile | 3460.4 |
| Maximum | 63670 |
| Range | 63520 |
| Interquartile range (IQR) | 457.5 |
Descriptive statistics
| Standard deviation | 4472.656022 |
|---|---|
| Coefficient of variation (CV) | 3.606456005 |
| Kurtosis | 109.343601 |
| Mean | 1240.180392 |
| Median Absolute Deviation (MAD) | 166 |
| Skewness | 9.656479802 |
| Sum | 1264984 |
| Variance | 20004651.89 |
| Value | Count | Frequency (%) | |
| 150 | 79 | 7.7% | |
| 170 | 10 | 1.0% | |
| 301 | 7 | 0.7% | |
| 227 | 6 | 0.6% | |
| 160 | 6 | 0.6% | |
| 158 | 6 | 0.6% | |
| 321 | 5 | 0.5% | |
| 198 | 5 | 0.5% | |
| 343 | 5 | 0.5% | |
| 220 | 5 | 0.5% | |
| Other values (570) | 886 | 86.9% |
| Value | Count | Frequency (%) | |
| 150 | 79 | 7.7% | |
| 151 | 1 | 0.1% | |
| 154 | 1 | 0.1% | |
| 156 | 1 | 0.1% | |
| 157 | 2 | 0.2% |
| Value | Count | Frequency (%) | |
| 63670 | 1 | 0.1% | |
| 58747 | 2 | 0.2% | |
| 41385 | 1 | 0.1% | |
| 38600 | 1 | 0.1% | |
| 36744 | 1 | 0.1% |
Ferritin
Real number (ℝ≥0)
| Distinct count | 920 |
|---|---|
| Unique (%) | 90.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1110.965294117647 |
|---|---|
| Minimum | 5.3 |
| Maximum | 22420.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.1 KiB |
Quantile statistics
| Minimum | 5.3 |
|---|---|
| 5-th percentile | 86.18 |
| Q1 | 326.675 |
| median | 680.75 |
| Q3 | 1354.5 |
| 95-th percentile | 3143.25 |
| Maximum | 22420 |
| Range | 22414.7 |
| Interquartile range (IQR) | 1027.825 |
Descriptive statistics
| Standard deviation | 1535.541448 |
|---|---|
| Coefficient of variation (CV) | 1.382168693 |
| Kurtosis | 57.20213998 |
| Mean | 1110.965294 |
| Median Absolute Deviation (MAD) | 449.85 |
| Skewness | 5.95004355 |
| Sum | 1133184.6 |
| Variance | 2357887.539 |
| Value | Count | Frequency (%) | |
| 1024 | 4 | 0.4% | |
| 191.4 | 3 | 0.3% | |
| 1101 | 3 | 0.3% | |
| 1593 | 3 | 0.3% | |
| 966.2 | 3 | 0.3% | |
| 1337 | 3 | 0.3% | |
| 1293 | 3 | 0.3% | |
| 258.8 | 2 | 0.2% | |
| 422.4 | 2 | 0.2% | |
| 5443 | 2 | 0.2% | |
| Other values (910) | 992 | 97.3% |
| Value | Count | Frequency (%) | |
| 5.3 | 1 | 0.1% | |
| 8 | 1 | 0.1% | |
| 9.7 | 1 | 0.1% | |
| 12.4 | 2 | 0.2% | |
| 14.2 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 22420 | 1 | 0.1% | |
| 16291 | 1 | 0.1% | |
| 13418 | 2 | 0.2% | |
| 10550 | 1 | 0.1% | |
| 10085 | 1 | 0.1% |
HR
Real number (ℝ≥0)
| Distinct count | 111 |
|---|---|
| Unique (%) | 10.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 100.08529411764705 |
|---|---|
| Minimum | 6 |
| Maximum | 1288 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.1 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 68 |
| Q1 | 84 |
| median | 98 |
| Q3 | 110 |
| 95-th percentile | 132 |
| Maximum | 1288 |
| Range | 1282 |
| Interquartile range (IQR) | 26 |
Descriptive statistics
| Standard deviation | 50.99130734 |
|---|---|
| Coefficient of variation (CV) | 0.5094785182 |
| Kurtosis | 383.6407842 |
| Mean | 100.0852941 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 17.84367393 |
| Sum | 102087 |
| Variance | 2600.113424 |
| Value | Count | Frequency (%) | |
| 88 | 31 | 3.0% | |
| 100 | 31 | 3.0% | |
| 101 | 27 | 2.6% | |
| 99 | 26 | 2.5% | |
| 106 | 25 | 2.5% | |
| 108 | 24 | 2.4% | |
| 98 | 24 | 2.4% | |
| 91 | 22 | 2.2% | |
| 111 | 21 | 2.1% | |
| 102 | 21 | 2.1% | |
| Other values (101) | 768 | 75.3% |
| Value | Count | Frequency (%) | |
| 6 | 1 | 0.1% | |
| 16 | 1 | 0.1% | |
| 42 | 1 | 0.1% | |
| 44 | 1 | 0.1% | |
| 48 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1288 | 1 | 0.1% | |
| 1000 | 1 | 0.1% | |
| 214 | 1 | 0.1% | |
| 182 | 1 | 0.1% | |
| 177 | 1 | 0.1% |
| Distinct count | 454 |
|---|---|
| Unique (%) | 44.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 394.4852941176471 |
|---|---|
| Minimum | 120 |
| Maximum | 13320 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.1 KiB |
Quantile statistics
| Minimum | 120 |
|---|---|
| 5-th percentile | 195 |
| Q1 | 263 |
| median | 345 |
| Q3 | 447 |
| 95-th percentile | 711.25 |
| Maximum | 13320 |
| Range | 13200 |
| Interquartile range (IQR) | 184 |
Descriptive statistics
| Standard deviation | 441.2058981 |
|---|---|
| Coefficient of variation (CV) | 1.118434336 |
| Kurtosis | 724.3914065 |
| Mean | 394.4852941 |
| Median Absolute Deviation (MAD) | 91 |
| Skewness | 24.84208711 |
| Sum | 402375 |
| Variance | 194662.6445 |
| Value | Count | Frequency (%) | |
| 291 | 8 | 0.8% | |
| 346 | 8 | 0.8% | |
| 330 | 8 | 0.8% | |
| 254 | 8 | 0.8% | |
| 231 | 8 | 0.8% | |
| 240 | 8 | 0.8% | |
| 365 | 7 | 0.7% | |
| 301 | 7 | 0.7% | |
| 284 | 6 | 0.6% | |
| 355 | 6 | 0.6% | |
| Other values (444) | 946 | 92.7% |
| Value | Count | Frequency (%) | |
| 120 | 1 | 0.1% | |
| 130 | 2 | 0.2% | |
| 133 | 2 | 0.2% | |
| 139 | 2 | 0.2% | |
| 147 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 13320 | 1 | 0.1% | |
| 1804 | 1 | 0.1% | |
| 1552 | 1 | 0.1% | |
| 1407 | 1 | 0.1% | |
| 1265 | 1 | 0.1% |
Lymphocytes
Real number (ℝ≥0)
| Distinct count | 303 |
|---|---|
| Unique (%) | 29.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.431372549019608 |
|---|---|
| Minimum | 0.3 |
| Maximum | 72.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.1 KiB |
Quantile statistics
| Minimum | 0.3 |
|---|---|
| 5-th percentile | 3.495 |
| Q1 | 8 |
| median | 12.7 |
| Q3 | 18.725 |
| 95-th percentile | 31.8 |
| Maximum | 72 |
| Range | 71.7 |
| Interquartile range (IQR) | 10.725 |
Descriptive statistics
| Standard deviation | 9.061269805 |
|---|---|
| Coefficient of variation (CV) | 0.6278869022 |
| Kurtosis | 3.418220485 |
| Mean | 14.43137255 |
| Median Absolute Deviation (MAD) | 5.1 |
| Skewness | 1.371738588 |
| Sum | 14720 |
| Variance | 82.10661048 |
| Value | Count | Frequency (%) | |
| 7.9 | 19 | 1.9% | |
| 6.1 | 17 | 1.7% | |
| 3.5 | 15 | 1.5% | |
| 7 | 12 | 1.2% | |
| 13.9 | 10 | 1.0% | |
| 9 | 10 | 1.0% | |
| 12.2 | 10 | 1.0% | |
| 14.8 | 10 | 1.0% | |
| 4.4 | 10 | 1.0% | |
| 2.6 | 10 | 1.0% | |
| Other values (293) | 897 | 87.9% |
| Value | Count | Frequency (%) | |
| 0.3 | 1 | 0.1% | |
| 0.8 | 2 | 0.2% | |
| 0.9 | 7 | 0.7% | |
| 1 | 3 | 0.3% | |
| 1.1 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 72 | 1 | 0.1% | |
| 63.2 | 1 | 0.1% | |
| 63 | 1 | 0.1% | |
| 51.4 | 1 | 0.1% | |
| 50.2 | 1 | 0.1% |
SpO2
Real number (ℝ≥0)
| Distinct count | 38 |
|---|---|
| Unique (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93.09705882352941 |
|---|---|
| Minimum | 30 |
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.1 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 83 |
| Q1 | 92 |
| median | 94 |
| Q3 | 96 |
| 95-th percentile | 99 |
| Maximum | 100 |
| Range | 70 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 5.876500596 |
|---|---|
| Coefficient of variation (CV) | 0.06312230128 |
| Kurtosis | 18.84725068 |
| Mean | 93.09705882 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -3.112737043 |
| Sum | 94959 |
| Variance | 34.53325925 |
| Value | Count | Frequency (%) | |
| 96 | 131 | 12.8% | |
| 95 | 112 | 11.0% | |
| 94 | 111 | 10.9% | |
| 93 | 105 | 10.3% | |
| 98 | 87 | 8.5% | |
| 97 | 71 | 7.0% | |
| 92 | 65 | 6.4% | |
| 99 | 48 | 4.7% | |
| 91 | 46 | 4.5% | |
| 88 | 43 | 4.2% | |
| Other values (28) | 201 | 19.7% |
| Value | Count | Frequency (%) | |
| 30 | 1 | 0.1% | |
| 55 | 1 | 0.1% | |
| 60 | 1 | 0.1% | |
| 61 | 1 | 0.1% | |
| 64 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 100 | 39 | 3.8% | |
| 99 | 48 | 4.7% | |
| 98 | 87 | 8.5% | |
| 97 | 71 | 7.0% | |
| 96 | 131 | 12.8% |
Procalcitonin
Real number (ℝ≥0)
| Distinct count | 174 |
|---|---|
| Unique (%) | 17.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3667450980392155 |
|---|---|
| Minimum | 0.02 |
| Maximum | 193.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.1 KiB |
Quantile statistics
| Minimum | 0.02 |
|---|---|
| 5-th percentile | 0.06 |
| Q1 | 0.1 |
| median | 0.16 |
| Q3 | 0.34 |
| 95-th percentile | 2.3815 |
| Maximum | 193.5 |
| Range | 193.48 |
| Interquartile range (IQR) | 0.24 |
Descriptive statistics
| Standard deviation | 10.22504282 |
|---|---|
| Coefficient of variation (CV) | 7.481309306 |
| Kurtosis | 260.9847548 |
| Mean | 1.366745098 |
| Median Absolute Deviation (MAD) | 0.08 |
| Skewness | 15.16704808 |
| Sum | 1394.08 |
| Variance | 104.5515007 |
| Value | Count | Frequency (%) | |
| 0.08 | 61 | 6.0% | |
| 0.09 | 56 | 5.5% | |
| 0.07 | 50 | 4.9% | |
| 0.1 | 46 | 4.5% | |
| 0.11 | 42 | 4.1% | |
| 0.12 | 40 | 3.9% | |
| 0.15 | 39 | 3.8% | |
| 0.06 | 37 | 3.6% | |
| 0.13 | 35 | 3.4% | |
| 0.16 | 35 | 3.4% | |
| Other values (164) | 579 | 56.8% |
| Value | Count | Frequency (%) | |
| 0.02 | 2 | 0.2% | |
| 0.03 | 5 | 0.5% | |
| 0.04 | 12 | 1.2% | |
| 0.05 | 27 | 2.6% | |
| 0.06 | 37 | 3.6% |
| Value | Count | Frequency (%) | |
| 193.5 | 2 | 0.2% | |
| 107.38 | 1 | 0.1% | |
| 82.46 | 1 | 0.1% | |
| 59.67 | 1 | 0.1% | |
| 55.94 | 1 | 0.1% |
RR
Real number (ℝ≥0)
| Distinct count | 42 |
|---|---|
| Unique (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.42843137254902 |
|---|---|
| Minimum | 5 |
| Maximum | 165 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.1 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 18 |
| median | 20 |
| Q3 | 24 |
| 95-th percentile | 38 |
| Maximum | 165 |
| Range | 160 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 8.46025027 |
|---|---|
| Coefficient of variation (CV) | 0.3772109663 |
| Kurtosis | 80.51867603 |
| Mean | 22.42843137 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 5.851574419 |
| Sum | 22877 |
| Variance | 71.57583463 |
| Value | Count | Frequency (%) | |
| 18 | 200 | 19.6% | |
| 20 | 147 | 14.4% | |
| 16 | 108 | 10.6% | |
| 22 | 83 | 8.1% | |
| 24 | 80 | 7.8% | |
| 17 | 75 | 7.4% | |
| 26 | 40 | 3.9% | |
| 28 | 37 | 3.6% | |
| 30 | 30 | 2.9% | |
| 15 | 29 | 2.8% | |
| Other values (32) | 191 | 18.7% |
| Value | Count | Frequency (%) | |
| 5 | 1 | 0.1% | |
| 11 | 1 | 0.1% | |
| 12 | 1 | 0.1% | |
| 14 | 4 | 0.4% | |
| 15 | 29 | 2.8% |
| Value | Count | Frequency (%) | |
| 165 | 1 | 0.1% | |
| 64 | 1 | 0.1% | |
| 60 | 1 | 0.1% | |
| 56 | 2 | 0.2% | |
| 53 | 1 | 0.1% |
Systolic.BP
Real number (ℝ≥0)
| Distinct count | 126 |
|---|---|
| Unique (%) | 12.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 128.41764705882352 |
|---|---|
| Minimum | 18 |
| Maximum | 322 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.1 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 94.95 |
| Q1 | 112 |
| median | 126 |
| Q3 | 143 |
| 95-th percentile | 172 |
| Maximum | 322 |
| Range | 304 |
| Interquartile range (IQR) | 31 |
Descriptive statistics
| Standard deviation | 24.51920563 |
|---|---|
| Coefficient of variation (CV) | 0.1909333039 |
| Kurtosis | 4.259517795 |
| Mean | 128.4176471 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 0.8787043979 |
| Sum | 130986 |
| Variance | 601.1914449 |
| Value | Count | Frequency (%) | |
| 128 | 30 | 2.9% | |
| 116 | 24 | 2.4% | |
| 121 | 24 | 2.4% | |
| 125 | 23 | 2.3% | |
| 138 | 22 | 2.2% | |
| 119 | 22 | 2.2% | |
| 123 | 21 | 2.1% | |
| 114 | 21 | 2.1% | |
| 115 | 20 | 2.0% | |
| 132 | 20 | 2.0% | |
| Other values (116) | 793 | 77.7% |
| Value | Count | Frequency (%) | |
| 18 | 1 | 0.1% | |
| 63 | 1 | 0.1% | |
| 65 | 1 | 0.1% | |
| 67 | 1 | 0.1% | |
| 70 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 322 | 1 | 0.1% | |
| 221 | 1 | 0.1% | |
| 216 | 1 | 0.1% | |
| 215 | 1 | 0.1% | |
| 203 | 1 | 0.1% |
Temperature
Real number (ℝ≥0)
| Distinct count | 42 |
|---|---|
| Unique (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.48980392156862 |
|---|---|
| Minimum | 3.6 |
| Maximum | 39.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.1 KiB |
Quantile statistics
| Minimum | 3.6 |
|---|---|
| 5-th percentile | 36.4 |
| Q1 | 36.9 |
| median | 37.3 |
| Q3 | 38 |
| 95-th percentile | 39.4 |
| Maximum | 39.7 |
| Range | 36.1 |
| Interquartile range (IQR) | 1.1 |
Descriptive statistics
| Standard deviation | 1.383568923 |
|---|---|
| Coefficient of variation (CV) | 0.03690520563 |
| Kurtosis | 352.8585301 |
| Mean | 37.48980392 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | -14.21288928 |
| Sum | 38239.6 |
| Variance | 1.914262964 |
| Value | Count | Frequency (%) | |
| 36.8 | 76 | 7.5% | |
| 36.9 | 69 | 6.8% | |
| 37 | 66 | 6.5% | |
| 37.1 | 65 | 6.4% | |
| 37.2 | 55 | 5.4% | |
| 37.3 | 53 | 5.2% | |
| 36.7 | 51 | 5.0% | |
| 37.6 | 51 | 5.0% | |
| 37.4 | 44 | 4.3% | |
| 37.8 | 36 | 3.5% | |
| Other values (32) | 454 | 44.5% |
| Value | Count | Frequency (%) | |
| 3.6 | 1 | 0.1% | |
| 34.4 | 1 | 0.1% | |
| 35 | 1 | 0.1% | |
| 35.7 | 1 | 0.1% | |
| 36 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 39.7 | 1 | 0.1% | |
| 39.6 | 9 | 0.9% | |
| 39.5 | 33 | 3.2% | |
| 39.4 | 20 | 2.0% | |
| 39.3 | 16 | 1.6% |
Troponin
Real number (ℝ≥0)
| Distinct count | 38 |
|---|---|
| Unique (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03386274509803922 |
|---|---|
| Minimum | 0.01 |
| Maximum | 2.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.1 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.01 |
| Q1 | 0.01 |
| median | 0.01 |
| Q3 | 0.01 |
| 95-th percentile | 0.11 |
| Maximum | 2.4 |
| Range | 2.39 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1256628384 |
|---|---|
| Coefficient of variation (CV) | 3.710946588 |
| Kurtosis | 180.7161087 |
| Mean | 0.0338627451 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.95977569 |
| Sum | 34.54 |
| Variance | 0.01579114895 |
| Value | Count | Frequency (%) | |
| 0.01 | 798 | 78.2% | |
| 0.02 | 53 | 5.2% | |
| 0.03 | 30 | 2.9% | |
| 0.04 | 24 | 2.4% | |
| 0.05 | 20 | 2.0% | |
| 0.09 | 11 | 1.1% | |
| 0.06 | 11 | 1.1% | |
| 0.08 | 10 | 1.0% | |
| 0.12 | 7 | 0.7% | |
| 0.07 | 5 | 0.5% | |
| Other values (28) | 51 | 5.0% |
| Value | Count | Frequency (%) | |
| 0.01 | 798 | 78.2% | |
| 0.02 | 53 | 5.2% | |
| 0.03 | 30 | 2.9% | |
| 0.04 | 24 | 2.4% | |
| 0.05 | 20 | 2.0% |
| Value | Count | Frequency (%) | |
| 2.4 | 1 | 0.1% | |
| 1.81 | 1 | 0.1% | |
| 1.34 | 1 | 0.1% | |
| 0.98 | 1 | 0.1% | |
| 0.8 | 1 | 0.1% |
death
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 | 142 |
| Value | Count | Frequency (%) | |
| 0 | 878 | 86.1% | |
| 1 | 142 | 13.9% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Age | Gender | ethnicity | race | Fever | Cough | SOB | Fatigue | Sputum | Myalgia | Diarrhea | Nausea.or.vomiting | Sore.throat | Runny.nose.nasal.congestion | Loss.of.smell | Loss.of.taste | Headahce | Chest.discomfort..Chest.pain | Asymptomatic | smoking_history | hypertensionhx | diabeteshx | asthmahx | coronaryheartdiseasehx | copdhx | heartfailurehx | carcinomahx | immunosuppressionhx | ckdhx | ALT | CRP | D.dimer | Ferritin | HR | LDH | Lymphocytes | SpO2 | Procalcitonin | RR | Systolic.BP | Temperature | Troponin | death | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 23 | 0 | 3 | 7 | 1 | 1 | 1 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 23 | 1.7 | 415 | 29.1 | 109 | 130 | 30.7 | 97 | 0.06 | 20 | 102 | 37.2 | 0.01 | 0 |
| 1 | 50 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 21 | 5.6 | 150 | 153.2 | 108 | 130 | 9.2 | 94 | 0.08 | 16 | 127 | 37.3 | 0.01 | 0 |
| 2 | 29 | 0 | 1 | 7 | 1 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 1.2 | 625 | 42.4 | 88 | 133 | 15.1 | 97 | 0.07 | 19 | 103 | 36.9 | 0.01 | 0 |
| 3 | 57 | 1 | 2 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 34 | 12.2 | 206 | 373.9 | 67 | 133 | 15.4 | 98 | 0.05 | 18 | 153 | 37.4 | 0.01 | 0 |
| 4 | 26 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 51 | 14.3 | 273 | 107.7 | 100 | 147 | 18.3 | 96 | 0.43 | 14 | 120 | 37.0 | 0.01 | 0 |
| 5 | 48 | 1 | 2 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 17 | 0.1 | 150 | 211.4 | 92 | 154 | 21.2 | 97 | 0.08 | 18 | 151 | 36.8 | 0.01 | 0 |
| 6 | 41 | 1 | 1 | 7 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 7 | 31.6 | 1872 | 1593.0 | 107 | 154 | 3.9 | 94 | 1.88 | 23 | 177 | 37.1 | 0.06 | 0 |
| 7 | 33 | 0 | 1 | 7 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 22 | 0.5 | 170 | 96.3 | 102 | 159 | 7.9 | 98 | 0.04 | 17 | 116 | 38.4 | 0.01 | 0 |
| 8 | 70 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 19 | 54.1 | 1026 | 787.1 | 101 | 164 | 4.1 | 95 | 5.81 | 19 | 124 | 39.0 | 0.01 | 0 |
| 9 | 49 | 0 | 1 | 7 | 1 | 1 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 56 | 2.3 | 150 | 1933.0 | 109 | 166 | 32.7 | 96 | 0.09 | 16 | 111 | 37.4 | 0.01 | 0 |
Last rows
| Age | Gender | ethnicity | race | Fever | Cough | SOB | Fatigue | Sputum | Myalgia | Diarrhea | Nausea.or.vomiting | Sore.throat | Runny.nose.nasal.congestion | Loss.of.smell | Loss.of.taste | Headahce | Chest.discomfort..Chest.pain | Asymptomatic | smoking_history | hypertensionhx | diabeteshx | asthmahx | coronaryheartdiseasehx | copdhx | heartfailurehx | carcinomahx | immunosuppressionhx | ckdhx | ALT | CRP | D.dimer | Ferritin | HR | LDH | Lymphocytes | SpO2 | Procalcitonin | RR | Systolic.BP | Temperature | Troponin | death | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1010 | 82 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 81 | 29.9 | 460 | 2638.0 | 106 | 766 | 1.0 | 99 | 10.87 | 40 | 116 | 36.8 | 0.09 | 1 |
| 1011 | 87 | 1 | 2 | 3 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 29 | 20.5 | 13128 | 380.5 | 137 | 803 | 8.4 | 88 | 0.58 | 29 | 87 | 36.6 | 0.06 | 1 |
| 1012 | 74 | 1 | 2 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 77 | 20.7 | 700 | 2994.0 | 69 | 1004 | 10.3 | 94 | 4.70 | 30 | 155 | 37.0 | 0.17 | 1 |
| 1013 | 89 | 1 | 2 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 1 | 21 | 12.8 | 489 | 863.7 | 89 | 382 | 12.5 | 95 | 0.18 | 27 | 121 | 38.0 | 0.06 | 1 |
| 1014 | 68 | 1 | 3 | 7 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 48 | 11.4 | 592 | 5898.0 | 78 | 345 | 16.3 | 95 | 0.24 | 16 | 156 | 39.5 | 0.01 | 1 |
| 1015 | 68 | 1 | 2 | 7 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 68 | 2.3 | 238 | 1359.0 | 113 | 393 | 27.2 | 90 | 0.13 | 20 | 141 | 37.6 | 0.01 | 1 |
| 1016 | 83 | 1 | 2 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 13 | 2.7 | 1875 | 197.9 | 107 | 440 | 4.3 | 100 | 0.15 | 30 | 199 | 36.4 | 0.22 | 1 |
| 1017 | 89 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 1 | 1 | 0 | 0 | 16 | 6.3 | 1863 | 246.3 | 93 | 276 | 9.1 | 96 | 1.11 | 18 | 116 | 36.8 | 0.11 | 0 |
| 1018 | 54 | 1 | 2 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 15 | 4.7 | 206 | 411.6 | 92 | 272 | 3.5 | 93 | 0.09 | 30 | 96 | 37.3 | 0.01 | 1 |
| 1019 | 88 | 1 | 2 | 4 | 1 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 17 | 13.7 | 607 | 2744.0 | 86 | 346 | 19.0 | 93 | 0.39 | 40 | 188 | 37.0 | 0.12 | 1 |